Label Encoding & Ordinal Encoding in Hindi | Feature Engineering | Machine Learning Tutorial #5.17

Course name: “Machine Learning & Data Science – Beginner to Professional Hands-on Python Course in Hindi” In the Data Preprocessing and Feature Engineering using Python tutorial in Hindi, we explained categorical variable encoding using Label Encoding & Ordinal Encoding. Here we get the help of Pandas and Scikit learn to perform the operation. 1. Types of categorical variables 2. What are the ordinal variables? 3. What are the nominal variables? 4. What is Label Encoding? 5. What is Ordinal Encoding? 6. Label Encoding vs Ordinal Encoding 7. Why need to encode the categorical variables? 8. Types of categorical variable encoding 9. encode categorical variable using scikit-learn class LabelEncoder & OrdinalEncoder 10. encode categorical variable using the pandas map function We use the house price prediction dataset to perform the above operation. Source code & study material: https://indianaiproduction.com/label-encoding-ordinal-encoding Categorical Variables: https://youtu.be/I9VFnAA2i1o One Hot Encoding & Dummy Variables in Hindi: https://youtu.be/pW-OCP9azz4 ……………………………………………………………………………………………………………………………………………………………. Course Playlists- Data Cleaning Tutorial: https://www.youtube.com/playlist?list=PLfP3JxW-T70Gfc0dTOzV55Na6wX9sv3SK Data Preprocessing and Feature Engineering Tutorial in Hindi: https://www.youtube.com/playlist?list=PLfP3JxW-T70GR0w3zVzG7tgIFI14FZxaj Machine Learning & Data Science - Beginner to Professional Hands-on Python Course in Hindi: https://www.youtube.com/playlist?list=PLfP3JxW-T70FKkXT9VEeRChKvF4EUInWj Python NumPy Tutorial in Hindi: https://www.youtube.com/playlist?list=PLfP3JxW-T70FKkXT9VEeRChKvF4EUInWj Python Pandas Tutorial in Hindi https://www.youtube.com/playlist?list=PLfP3JxW-T70Gf4iJXPb0Yw5_-tDRCD6LB Python Matplotlib Tutorial in Hindi: https://www.youtube.com/playlist?list=PLfP3JxW-T70EfCmI71WF29Q1sDN8WMp4c Python Seaborn Tutorial in Hindi: https://www.youtube.com/playlist?list=PLfP3JxW-T70HaBYwsSDadlS3v2VeALgYh …………………………………………………………………………………………………………………… For more information: Contact Us: ========= -Website: https://www.indianaiproduction.com -Facebook: https://www.facebook.com/indianaiproduction -Instagram: https://www.instagram.com/indianaiproduction -Twitter: https://twitter.com/indianaipro -LinkedIn: https://www.linkedin.com/in/indianaiproduction/ …………………………………………………………………………………………………………………… # LabelEncoding #OrdinaLencoder #ScikitLearn #MachineLearningTutorial #IndianAIProduction